黃冠華
職稱 教授兼所長
姓名 黃冠華
聯絡電話 886-3-5712121 ext 31334
聯絡地址 新竹市大學路1001號, 陽明交通大學統計學研究所,綜合一館 423室
電子郵件 ghuang@stat.nctu.edu.tw
網站 http://ghuang.stat.nctu.edu.tw/
授課領域 長期追蹤資料分析
潛在變數分析
生物統計
生物資訊
研究專長 生物統計
遺傳統計
生物資訊
高維度資料分析
機器學習
貝氏分析
年度 論文名稱
2019 Chia-Hui Chen C, Yang YT, Lai IR, Lin BR, Yang CY, Huang J, Tien YW, Chen CN, Lin MT, Liang JT, Li HC, Huang GH, Inouye SK., Three nurse-administered protocols reduce nutritional decline and frailty in older gastrointestinal surgery patients: a cluster randomized trial, Journal of the American Medical Directors Association 20(5):524-529. doi: 10.1016/j.jamda.2018.09.016.
2019 Schubert CR, Cruickshanks KJ, Fischer ME, Pinto AA, Chen Y, Huang GH, Klein BEK, Klein R, Pankow JS, Paulsen AJ, Dalton DS, Tweed TS., Sensorineural Impairments, Cardiovascular Risk Factors, and 10-Year Incidence of Cognitive Impairment and Decline in Midlife: The Beaver Dam Offspring Study., Journals of Gerontology Series A-Biological Sciences and Medical Sciences doi: 10.1093/gerona/glz011.
2017 Cruickshanks KJ*, Nondahl DM, Johnson LJ, Dalton DS, Fisher ME, Huang GH, Klein BE, Klein R, Schubert CR, Generational differences in the 5-Year Incidence of age-related macular degeneration., JAMA Ophthalmology doi:10.1001/jamaophthalmol.2017.5001
2017 Chen CCH, Li HC, Liang JT, Lai IR, Purnomo JDT, Yang YT, Lin BR, Huang J, Yang CY, Tien YW, Chen CN, Lin MT, Huang GH*, Inouye SK, Effect of a modified hospital elder life program on delirium and length of hospital stay in patients undergoing abdominal surgery: A cluster randomized clinical trial., JAMA Surgery 152(9):827-834
2016 Tsai MH, Ku SC, Wang TG, Hsiao TY, Lee JJ, Chan DC, Huang GH, Chen CCH*, Swallowing dysfunction following endotracheal intubation: Age matters., Medicine 95(24):e3871. doi: 10.1097/MD.0000000000003871
2016 Huang GH, Model identifiability. Wiley StatsRef: Statistics Reference Online., John Wiley & Sons. DOI: 10.1002/9781118445112.stat06411.pub2
2015 Pan JC, Liu CM, Hwu HG, Huang GH*, Allocation variable-based probabilistic algorithm to deal with label switching problem in Bayesian mixture models., PLoS One 10(10):e0138899. doi: 10.1371/journal.pone.0138899
2015 Xu YJ, Cheng JC, Lee JM, Huang PM, Huang GH, Chen CCH*, A walk-and-eat intervention improves outcomes for patients with esophageal cancer undergoing neoadjuvant chemoradiotherapy., Oncologist 20(10):1216-1222
2015 Li HC, Chen YS, Chiu MJ, Fu MC, Huang GH, Chen CCH*, Delirium, subsyndromal delirium, and cognitive changes in individuals undergoing elective coronary artery bypass graft surgery., Journal of Cardiovascular Nursing 30(4):340-345
2015 Schubert CR*, Cruickshanks KJ, Fischer ME, Huang GH, Klein R, Tsai MY, Pinto AA, Carotid intima media thickness, atherosclerosis, and 5-year decline in odor identification: The Beaver Dam Offspring Study., Journals of Gerontology Series A-Biological Sciences and Medical Sciences 70(7):879-884
2015 Chen CCH*, Lin MT, Liang JT, Chen CM, Yen CJ, Huang GH, Pre-surgical geriatric syndromes, frailty, and risks for postoperative delirium in older patients undergoing gastrointestinal surgery: prevalence and red flags., Journal of Gastrointestinal Surgery 19(5):927-934
2015 Su H, Hsiao TY, Ku SC, Wang TG, Lee JJ, Tzeng WC, Huang GH, Chen CCH*, Tongue weakness and somatosensory disturbance following oral endotracheal extubation., Dysphagia 30(2):188-195
2015 Fischer ME*, Schubert CR, Nondahl DM, Dalton DS, Huang GH, Keating BJ, Klein BE, Klein R, Tweed TS, Cruickshanks KJ, Subclinical atherosclerosis and increased risk of hearing impairment., Atherosclerosis 238(2):344-349
2015 Huang LC*, Hwang TJ*, Chen YH, Huang GH, Hsieh MH, Chen HH, Hwu HG, Intramuscular olanzapine versus intramuscular haloperidol plus lorazepam for the treatment of acute schizophrenia with agitation: an open-label, randomized controlled trial., Journal of the Formosan Medical Association 114(5):438-445
2014 Pan JC, Huang GH*, Bayesian inferences of latent class models with an unknown number of classes., Psychometrika 79(4):621-646
2014 Fischer ME*, Cruickshanks KJ, Schubert CR, Pinto A, Huang GH, Klein BE, Klein R, Pankow JS, The association of taste with change in adiposity-related health measures., Fischer ME*, Cruickshanks KJ, Schubert CR, Pinto A, Huang GH, Klein BE, Klein R, Pankow JS
2014 Huang GH*, Tseng YC, Genotype imputation accuracy with different reference panels in admixed populations., BMC Proceedings 8(Suppl 1):S64
2014 Chen SP, Huang GH*, A Bayesian clustering approach for detecting gene-gene interactions in high-dimensional genotype data., Statistical Applications in Genetics and Molecular Biology 13(3):275-297
2014 Chen CM, Huang GH, Chen CCH*, Older patients' depressive symptoms 6 months after prolonged hospitalization: Course and interrelationships with major associated factors., Archives of Gerontology and Geriatrics 58(3):339-343
2014 Paulsen A*, Cruickshanks KJ, Fischer ME, Huang GH, Klein BE, Klein R, Dalton DS, Dry eye in the Beaver Dam Offspring Study: prevalence, risk factors, and health-related quality of life., American Journal of Ophthalmology 157(4):799-806
2014 Chen CCH*, Chen CN, Lai IR, Huang GH, Saczynski JS, Inouye SK, Effects of a modified hospital elder life program on frailty among patients undergoing major elective abdominal surgery., Journal of the American Geriatrics Society 62(2):261-268
2013 Tang ST*, Huang GH, Wei YC, Chang WC, Chen JS, Chou WC, Trajectories of caregiver depressive symptoms while providing end-of-life care., Psycho-Oncology 22(12):2702-2710
2013 Fischer ME*, Cruickshanks KJ, Schubert CR, Pinto A, Klein R, Pankratz N, Pankow JS, Huang GH, Factors related to fungiform papillae density: The Beaver Dam Offspring Study., Chemical Senses 38(8):669-677
2013 Nash SD*, Cruickshanks KJ, Huang GH, Klein BEK, Klein R, Nieto FJ, Tweed TS, Unmet hearing health care needs: The Beaver Dam Offspring Study., American Journal of Public Health 103(6):1134-1139
2013 Fischer ME*, Cruickshanks KJ, Schubert CR, Pinto A, Klein BEK, Klein R, Nieto JF, Pankow JS, Huang GH, Snyder DJ, Taste intensity in the Beaver Dam Offspring Study., Laryngoscope 123(6):1399-1404
2013 Guo Y, Lanktree MB, some 73 authors, Huang GH, some 120 authors, Lange LA*, Keating BJ*, Gene-centric meta-analyses of 108,912 individuals confirm known body mass index loci and reveal three novel signals., Human Molecular Genetics 22(1):184-201
2012 Nondahl DM*, Cruickshanks KJ, Huang GH, Klein BEK, Klein R, Tweed TW, Zhan W, Generational differences in the reporting of tinnitus., Ear and Hearing 33(5):640-644
2012 Cheng CM, Chiu MJ, Wang JH, Liu HC, Shyu, YI, Huang GH, Chen CCH*, Cognitive stimulation during hospitalization improves global cognition of older Taiwanese undergoing elective total knee and hip replacement., Journal of Advanced Nursing 68(6):1322-1329
2012 Schubert CR*, Cruickshanks KJ, Fischer ME, Huang GH, Klein BEK, Klein R, Pankow JS, Nondahl DM, Olfactory impairment in an adult population: The Beaver Dam Offspring Study., Chemical Senses 37(4):325-334
2011 Zhong W*, Cruickshanks KJ, Huang GH, Klein BEK, Klein R, Nieto FJ, Pankow JS, Schubert CR, Carotid atherosclerosis and cognitive function in midlife: The Beaver Dam Offspring Study., Atherosclerosis 219(1):330-333
2011 Huang GH*, Wang SM, Hsu CC, Optimization-based model fitting for latent class and latent profile analyses., Psychometrika 76(4):584-611
2011 Zhan W*, Cruickshanks KJ, Klein BEK, Klein R, Huang GH, Pankow JS, Gangnon RE, Tweed TS, Modifiable determinants of hearing impairment in adults., Preventive Medicine 53(4-5):338-342
2011 Huang GH, Tsai HH, Hwu HG*, Chen CH, Liu CC, Hua MS, Chen WJ, Patient subgroups of schizophrenia based on the Positive and Negative Syndrome Scale: composition and transition between acute and subsided disease states., Comprehensive Psychiatry 52(5):469-478
2011 Chen CCH*, Lin MT, Tien YW, Yen CJ, Huang GH, Inouye SK: Modified hospital elder life program: effects on abdominal surgery patients., Journal of the American College of Surgeons 213(2):245-252
2011 Chen CCH*, Yen CJ, Dai YT, Wang C, Huang GH, Prevalence of geriatric conditions: A hospital-wide survey of 455 geriatric inpatients in a tertiary medical center., Archives of Gerontology and Geriatrics 53(1):46-50
2011 Nash SD*, Cruickshanks KJ, Klein R, Klein BEK, Acher CW, Nieto FJ, Huang GH, Pankow JS, Miller MB, Tweed TS, Baldwin CT, The prevalence of hearing impairment and associated risk factors: the Beaver Dam Offspring Study., Archives of Otolaryngology-Head & Neck Surgery. Accepted
2011 Nondahl D*, Cruickshanks KJ, Huang GH, Klein BEK, Klein R, Nieto FJ, Tweed TS, Tinnitus and its risk factors in the Beaver Dam Offspring Study., International Journal of Audiology 50(5):313-320
2011 Chen CCH, Chiu MJ, Chen SP, Cheng CM, Huang GH*, Patterns of cognitive change in elderly patients during and six months after hospitalisation: a prospective cohort study, International Journal of Nursing Studies 48(3):338-346
2011 Huang LC*, Hwang TJ*, Huang GH, Hwu HG, Outcome of severe obsessive-compulsive disorder with schizotypal features: a pilot study, Journal of the Formosan Medical Association 110(2):85-92
2011 Lanktree MB, Guo Y, some 61 authors, Huang GH, some 117 authors, Hakonarson H*, Keating BJ*, Meta-analysis of dense gene-centric association studies reveals common and uncommon variants associated with height, American Journal of Human Genetics 88(1):6-18
2010 Wang YL, Huang GH*, Evaluating preprocessing and differential expression combinations for Affymetrix GeneChip microarrays via spike-in, RT-PCR and cross-laboratory datasets, International Journal of Systems and Synthetic Biology 1(2):199-226
2010 Chen CCH*, Dai YT, Yen CJ, Huang GH, Wang C, Shared risk factors for distinct geriatric syndromes in older Taiwanese inpatients, Nursing Research 59(5):340-347
2010 Zhong W*, Cruickshanks KJ, Schubert CR, Nieto FJ, Huang GH, Klein BEK, Klein R, Obesity and depression symptoms in the Beaver Dam Offspring Study population, Depression and Anxiety 27(9):846-851
2010 Chen CCH*, Chang YC, Huang GH, Peng JH, Tseng CN, Persistent cognitive decline in older hospitalized patients in Taiwan, Journal of Advanced Nursing 66(9):1991-2001
2010 Raynor LA*, Pankow JS, Cruickshanks KJ, Schubert CR, Miller MB, Klein R, Huang GH, Familial aggregation of olfactory impairment and odor identification in older adults, Laryngoscope 120(8):1614-1618
2010 Klein R*, Cruickshanks KJ, Nash SD, Krantz EM, Nieto FJ, Huang GH, Pankow JS, Klein BEK, The prevalence of age-related macular degeneration and associated risk factors, Archives of Ophthalmology 128(6):750-758
2010 Huang GH*, Measure of association, International Encyclopedia of Education. Editors: Penelope Peterson, Eva Baker and Barry McGaw. Elsevier, Oxford. Volume 7:260-263
2010 Krantz EM*, Cruickshanks KJ, Klein BEK, Klein R, Huang GH, Nieto FJ, Measuring refraction in adults in epidemiological studies, Archives of Ophthalmology 128(1):88-92
2010 Zhan W*, Cruickshanks KJ, Klein BEK, Klein R, Huang GH, Pankow JS, Gangnon RE, Tweed TS, Generational differences in the prevalence of hearing impairment in older adults, American Journal of Epidemiology 171(2):260-266
2009 Raynor LA*, Pankow JS, Miller MB, Huang GH, Dalton D, Klein R, Klein BE, Cruickshanks KJ, Familial aggregation of age-related hearing loss in an epidemiological study of older adults, American Journal of Audiology 18(2):114-118
2009 Chen CCH*, Tang ST, Wang C, Huang GH, Trajectory and determinants of nutritional health in older patients during and six-month post-hospitalization, Journal of Clinical Nursing 18(23):3299-3307
2009 Huang GH*, Hsieh CC, Chen CH, Chen WJ, Statistical validation of endophenotypes using a surrogate endpoint analytic analogue, Genetic Epidemiology 33(6):549-558
2009 Cruickshanks KJ*, Schubert CR, Snyder DJ, Bartoshuk LM, Huang GH, Klein BEK, Klein R, Nieto FJ, Pankow JS, Tweed TS, Krantz EM, Moy GS, Measuring taste impairment in epidemiologic studies: the Beaver Dam Offspring Study, Annals of the New York Academy of Sciences 1170:543-552
2009 Schubert CR*, Cruickshanks KJ, Murphy C, Huang GH, Klein BEK, Klein R, Nieto FJ, Pankow JS, Tweed TS, Olfactory impairment in adults: the Beaver Dam Experience, Annals of the New York Academy of Sciences 1170:531-536
2009 Krantz EM*, Schubert CR, Dalton DS, Zhong W, Huang GH, Klein BEK, Klein R, Nieto FJ, Cruickshanks KJ, Test-retest reliability of the San Diego Odor Identification Test and comparison with the Brief Smell Identification Test, Chemical Senses 34(5):435-440
2008 Huang GH, Integrated analysis of incidence, progression, regression and disappearance probabilities, BMC Medical Research Methodology 8:40
2008 Chen CCH, Wang C, Huang GH, Functional trajectory six months post hospitalization: a cohort study of older hospitalized patients in Taiwan, Nursing Research 57(2):93-100
2007 Chen, C. C.-H., Bai, Y.-Y., Huang, G. H. and Tang, S.-T., Revisiting the concept of malnutrition in older people, Journal of Clinical Nursing, 16, 2015-2026.
2005 Huang, G. H., Selecting the number of classes under latent class regression: a factor analytic analogue, Psychometrika, 70, 325-345.
2005 Huang, G. H., Model identifiability. In Encyclopedia of Statistics in Behavioral Science, Editors: Everitt, B. S. and Howell, D. C.. Wiley, New York. Volume 3, 1249-1251.
2004 Huang, G. H., Bandeen-Roche, K., Building an identifiable latent variable model with covariate effects on underlying and measured variables, Psychometrika, 69, 5-32.
2004 Huang, G. H., Palta, M., Allen, C., LeCaire, T., D'Alessio, D., Self-rated health among young people with Type 1 diabetes in relation to risk factors in a longitudinal study, American Journal of Epidemiology, 159, 364-372.
2003 Huang, G. H., Klein, R., Klein, B. E. K., Tomany, S. C., Birth cohort effect on prevalence of age-related maculopathy in the Beaver Dam Eye Study, American Journal of Epidemiology, 157, 721-729.
2002 Ten-year incidence and progression of age-related maculopathy: The Beaver Dam Eye Study., Ten-year incidence and progression of age-related maculopathy: The Beaver Dam Eye Study, Ophthalmology, 109, 1767-1779.
2002 Cutting, L. E., Huang, G. H., Zeger, S., Koth, C. W., Thompson, R. E., Denckla, M. B., Growth curve analyses of neuropsychological profiles in children with neurofibromatosis type 1: specific cognitive tests remain, Journal of the International Neuropsychological Society, 8, 838-846.
2002 Gurewitsch, E. D., Diament, P., Fong, J., Huang, G. H., Popovtzer, A., Weinstein, D., Chervenak, F.A., The labor curve of the grand multipara: does progress of labor continue to improve with additional childbearing?, American Journal of Obstetrics and Gynecology, 186, 1331-1338.
2002 Huang, G. H., Bandeen-Roche, K., Rubin, G. S., Building marginal models for multiple ordinal measurements, Journal of the Royal Statistical Society Series C-Applied Statistics, 51, 37-57.
2001 Rubin GS, Bandeen-Roche K, Huang GH, Munoz B, Schein OD, Fried LP, West SK, The association of multiple visual impairments with self-reported visual disability: SEE project, Investigative Ophthalmology & Visual Science, 42, 64-72.
1999 Bandeen-Roche K, Huang GH, Munoz B, Rubin GS, Determination of risk factor associations with questionnaire outcomes: a methods case study, American Journal of Epidemiology, 150, 1165-1178.
年度 計畫名稱 參與人 職稱/擔任之工作 計畫期間 補助/委託或合作機構
2020 利用穩定表現型來偵測藥物敏感性試驗中的SNP-SNP交互作用 黃冠華 主持人 2020.08 ~ 2022.07 科技部
2018 高維度潛在類別變數模型之變數選擇 黃冠華 主持人 2018.08 ~ 2020.07 科技部
2016 由次世代定序資料偵測基因體拷貝數之貝氏方法 黃冠華 主持人 2016.08 ~ 2018.10 科技部
2014 潛在類別變數模型之深度研究 黃冠華 主持人 2014.08 ~ 2016.10 科技部
2012 生成基因表現量晶片資料方法之研究 黃冠華 主持人 2012.08 ~ 2014.10 國科會
2011 基因表現量晶片資料模擬器 黃冠華 主持人 2011.08 ~ 2012.07 國科會
2009 高速基因數據分析的統計方法研究 黃冠華 主持人 2009.08 ~ 2011.07 國科會
2007 遺傳學中穩定表現型的統計驗證及推論 黃冠華 主持人 2007.08 ~ 2009.07 國科會
2006 應用可逆躍式馬可夫鏈蒙第卡羅法於潛在變數模型的參數推估(2/2) 黃冠華 主持人 2006.08 ~ 2007.07 國科會
2005 應用可逆躍式馬可夫鏈蒙第卡羅法於潛在變數模型的參數推估(2/1) 黃冠華 主持人 2005.08 ~ 2006.07 國科會
2004 潛在變數模型在評估診斷檢驗上的應用及其軟體的發展(2/2) 黃冠華 主持人 2004.08 ~ 2005.07 國科會
2003 潛在變數模型在評估診斷檢驗上的應用及其軟體的發展(1/2) 黃冠華 主持人 2003.08 ~ 2004.07 國科會
國家 學校名稱 系所 學位 期間
美國 約翰霍普金斯大學 生物統計 博士 1995.09 ~ 2000.06
中華民國 國立清華大學 統計系 碩士 1990.09 ~ 1992.06
中華民國 國立政治大學 應用數學系 學士 1986.09 ~ 1990.06
服務機關名稱 單位 職務 期間
國立交通大學 統計學研究所 所長 2012.08 ~ 2018.07
國立交通大學 統計學研究所 教授 2011.08 ~ 迄今
國立交通大學 統計學研究所 副教授 2004.08 ~ 2011.07
國立交通大學 統計學研究所 助理教授 2003.08 ~ 2004.07
威斯康辛大學麥迪遜分校 人口健康科學 助理教授 2000.08 ~ 2003.07
威斯康辛大學麥迪遜分校 生物統計暨醫學資訊 助理教授 2000.08 ~ 2003.07